Cover Image

Active Multimodal Distillation for Few-shot Action Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Feng, Weijia, Zhu, Yichen, Zhang, Ruojia, Wang, Chenyang, Ma, Fei, Wang, Xiaobao, Li, Xiaobai
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Active Inference for Micro-Gesture Recognition: EFE-Guided Temporal Sampling and Adaptive Learning
by: Feng, Weijia, et al.
Published: (2026)

Chain-of-Evidence Multimodal Reasoning for Few-shot Temporal Action Localization
by: Qi, Mengshi, et al.
Published: (2025)

Temporal Alignment-Free Video Matching for Few-shot Action Recognition
by: Lee, SuBeen, et al.
Published: (2025)

Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition
by: Ni, Xinzhe, et al.
Published: (2022)

A Benchmark for Incremental Micro-expression Recognition
by: Lai, Zhengqin, et al.
Published: (2025)

DMSD-CDFSAR: Distillation from Mixed-Source Domain for Cross-Domain Few-shot Action Recognition
by: Guo, Fei, et al.
Published: (2024)

Enhancing Zero-shot Personalized Image Aesthetics Assessment with Profile-aware Multimodal LLM
by: Wang, Chun, et al.
Published: (2026)

A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill Recognition
by: Zhang, Jinghua, et al.
Published: (2023)

Uni-DAD: Unified Distillation and Adaptation of Diffusion Models for Few-step Few-shot Image Generation
by: Bahram, Yara, et al.
Published: (2025)

STAR: Semantic-Temporal Adaptive Representation Learning for Few-Shot Action Recognition
by: Liu, Hongli, et al.
Published: (2026)

Few-shot Writer Adaptation via Multimodal In-Context Learning
by: Simon, Tom, et al.
Published: (2026)

SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition
by: Huang, Wenbo, et al.
Published: (2024)

A$^2$M$^2$-Net: Adaptively Aligned Multi-Scale Moment for Few-Shot Action Recognition
by: Gao, Zilin, et al.
Published: (2025)

Few-shot Semantic Encoding and Decoding for Video Surveillance
by: Cheng, Baoping, et al.
Published: (2025)

Few-shot Open Relation Extraction with Gaussian Prototype and Adaptive Margin
by: Guo, Tianlin, et al.
Published: (2024)

FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning
by: Shi, Ruixiao, et al.
Published: (2025)

Distilling Generative-Discriminative Representations for Very Low-Resolution Face Recognition
by: Zhang, Junzheng, et al.
Published: (2024)

Covariance-based Space Regularization for Few-shot Class Incremental Learning
by: Hu, Yijie, et al.
Published: (2024)

Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition
by: Gan, Yaozong, et al.
Published: (2024)

Multi-view Distillation based on Multi-modal Fusion for Few-shot Action Recognition(CLIP-$\mathrm{M^2}$DF)
by: Guo, Fei, et al.
Published: (2024)

Few-shot Implicit Function Generation via Equivariance
by: Huang, Suizhi, et al.
Published: (2025)

Count What You Want: Exemplar Identification and Few-shot Counting of Human Actions in the Wild
by: Huang, Yifeng, et al.
Published: (2023)

Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification
by: Zhuang, Zhenfeng, et al.
Published: (2025)

Multimodal Video Emotion Recognition with Reliable Reasoning Priors
by: Wang, Zhepeng, et al.
Published: (2025)

Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation
by: Xu, Wenbo, et al.
Published: (2024)

Efficient Egocentric Action Recognition with Multimodal Data
by: Calzavara, Marco, et al.
Published: (2025)

Siamese Transformer Networks for Few-shot Image Classification
by: Jiang, Weihao, et al.
Published: (2024)

Mind the Discriminability Trap in Source-Free Cross-domain Few-shot Learning
by: Zhang, Zhenyu, et al.
Published: (2026)

Augmenting Prototype Network with TransMix for Few-shot Hyperspectral Image Classification
by: Liu, Chun, et al.
Published: (2024)

Low-Resolution Face Recognition via Adaptable Instance-Relation Distillation
by: Shi, Ruixin, et al.
Published: (2024)

Reliable Few-shot Learning under Dual Noises
by: Zhang, Ji, et al.
Published: (2025)

Continuous-Time Distribution Matching for Few-Step Diffusion Distillation
by: Liu, Tao, et al.
Published: (2026)

URMF: Uncertainty-aware Robust Multimodal Fusion for Multimodal Sarcasm Detection
by: Wang, Zhenyu, et al.
Published: (2026)

FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
by: Guo, Zhengrui, et al.
Published: (2024)

Small Object Few-shot Segmentation for Vision-based Industrial Inspection
by: Zhang, Zilong, et al.
Published: (2024)

Real-Time Human Action Recognition on Embedded Platforms
by: Wang, Ruiqi, et al.
Published: (2024)

MCN-CL: Multimodal Cross-Attention Network and Contrastive Learning for Multimodal Emotion Recognition
by: Li, Feng, et al.
Published: (2025)

Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport
by: Aslam, Muhammad Haseeb, et al.
Published: (2024)

DiffusionTalker: Efficient and Compact Speech-Driven 3D Talking Head via Personalizer-Guided Distillation
by: Chen, Peng, et al.
Published: (2025)

MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context
by: Lyu, Shuai, et al.
Published: (2024)